Viewing profile — tom-villani

Very cool!! I'll give it a spin! I've been using a similar approach for building a tool for agents to drive a running instance of MS word. The closed-testing loops are very powerfu…

Lol 100%! It's become a monstrosity of a format.

Built this to feed documents into LLM pipelines cleanly. Supports 15+ formats via a unified CLI, MCP, and Python API.

In similar work we're conducting at NJIT, we've found similar results. (We call it "Contextual Quality Contagion") Some of the most interesting comments here are about some of the …

I have yet to be able to get a single request that isn't downgraded to Opus-4.8 fairly quickly -- my most recent request (in Claude Desktop instead of Claude Code, hoping for bette…

Yes, this is definitely awesome. In eukaryotic cells (your cells) the cytoskeleton is needed to shape the cell, position DNA, and most importantly for this study, separate daughter…

This is a good idea - I've been manually doing something similar for almost a year now. It's interesting to find when GPT-5.5 will catch issues with Opus-4.8's code, and vice versa…